Hybrid Models Based on Singular Values and Autoregressive Methods for Multistep Ahead Forecasting of Traffic Accidents

Table 6

11-step ahead prediction results, Injured-G3.

	SSA-AR	HSVD-AR	SSA-ANN	Gain
MNSE	87.2	87.6	87.6	0.5%
	98.6	98.7	98.7	0.1%
MAPE	2.3	2.3	2.3	0%
RMSE	1.4	1.3	1.4	7.7%
RE ± 5%	92.4	94.2	91.6	1.9%